Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 12997 |
| Missing cells | 4609 |
| Missing cells (%) | 1.7% |
| Duplicate rows | 1126 |
| Duplicate rows (%) | 8.7% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 11 |
| Boolean | 2 |
| Dataset has 1126 (8.7%) duplicate rows | Duplicates |
0 has a high cardinality: 3193 distinct values | High cardinality |
3 is highly overall correlated with 11 and 1 other fields | High correlation |
4 is highly overall correlated with 15 and 1 other fields | High correlation |
6 is highly overall correlated with 9 and 1 other fields | High correlation |
9 is highly overall correlated with 6 and 1 other fields | High correlation |
10 is highly overall correlated with 6 and 1 other fields | High correlation |
11 is highly overall correlated with 3 and 1 other fields | High correlation |
12 is highly overall correlated with 11 and 3 other fields | High correlation |
15 is highly overall correlated with 4 and 2 other fields | High correlation |
16 is highly overall correlated with 4 and 2 other fields | High correlation |
20 is highly overall correlated with 3 | High correlation |
18 is highly overall correlated with 12 | High correlation |
7 has 300 (2.3%) missing values | Missing |
15 has 304 (2.3%) missing values | Missing |
16 has 382 (2.9%) missing values | Missing |
17 has 3198 (24.6%) missing values | Missing |
0 is uniformly distributed | Uniform |
2 has 8640 (66.5%) zeros | Zeros |
4 has 383 (2.9%) zeros | Zeros |
9 has 295 (2.3%) zeros | Zeros |
15 has 1123 (8.6%) zeros | Zeros |
16 has 857 (6.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-10 07:01:44.264953 |
|---|---|
| Analysis finished | 2023-05-10 07:02:24.455377 |
| Duration | 40.19 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
0
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 3193 |
|---|---|
| Distinct (%) | 24.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.7 KiB |
| 2011-01-24 | 8 |
|---|---|
| 2011-09-16 | 8 |
| 2010-01-25 | 7 |
| 2010-02-20 | 7 |
| 2012-07-19 | 7 |
| Other values (3188) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 129970 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2009-03-08 |
|---|---|
| 2nd row | 2014-11-12 |
| 3rd row | 2008-08-08 |
| 4th row | 2015-10-12 |
| 5th row | 2013-10-27 |
Common Values
| Value | Count | Frequency (%) |
| 2011-01-24 | 8 | 0.1% |
| 2011-09-16 | 8 | 0.1% |
| 2010-01-25 | 7 | 0.1% |
| 2010-02-20 | 7 | 0.1% |
| 2012-07-19 | 7 | 0.1% |
| 2016-10-05 | 7 | 0.1% |
| 2010-03-29 | 7 | 0.1% |
| 2012-05-17 | 7 | 0.1% |
| 2016-09-03 | 7 | 0.1% |
| 2017-01-22 | 7 | 0.1% |
| Other values (3183) | 12925 |
Length
| Value | Count | Frequency (%) |
| 2011-01-24 | 8 | 0.1% |
| 2011-09-16 | 8 | 0.1% |
| 2010-03-19 | 7 | 0.1% |
| 2017-06-07 | 7 | 0.1% |
| 2016-11-15 | 7 | 0.1% |
| 2013-05-16 | 7 | 0.1% |
| 2013-09-30 | 7 | 0.1% |
| 2012-08-02 | 7 | 0.1% |
| 2009-08-24 | 7 | 0.1% |
| 2011-11-08 | 7 | 0.1% |
| Other values (3183) | 12925 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32966 | |
| - | 25994 | |
| 1 | 23286 | |
| 2 | 21786 | |
| 3 | 4412 | 3.4% |
| 9 | 4004 | 3.1% |
| 6 | 3810 | 2.9% |
| 4 | 3692 | 2.8% |
| 5 | 3609 | 2.8% |
| 8 | 3216 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 103976 | |
| Dash Punctuation | 25994 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32966 | |
| 1 | 23286 | |
| 2 | 21786 | |
| 3 | 4412 | 4.2% |
| 9 | 4004 | 3.9% |
| 6 | 3810 | 3.7% |
| 4 | 3692 | 3.6% |
| 5 | 3609 | 3.5% |
| 8 | 3216 | 3.1% |
| 7 | 3195 | 3.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 25994 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129970 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32966 | |
| - | 25994 | |
| 1 | 23286 | |
| 2 | 21786 | |
| 3 | 4412 | 3.4% |
| 9 | 4004 | 3.1% |
| 6 | 3810 | 2.9% |
| 4 | 3692 | 2.8% |
| 5 | 3609 | 2.8% |
| 8 | 3216 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129970 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32966 | |
| - | 25994 | |
| 1 | 23286 | |
| 2 | 21786 | |
| 3 | 4412 | 3.4% |
| 9 | 4004 | 3.1% |
| 6 | 3810 | 2.9% |
| 4 | 3692 | 2.8% |
| 5 | 3609 | 2.8% |
| 8 | 3216 | 2.5% |
1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.7 KiB |
| Woodlands | |
|---|---|
| Tuas | |
| Changi | |
| Sentosa |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.4677233 |
| Min length | 4 |
Characters and Unicode
| Total characters | 84061 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Changi |
|---|---|
| 2nd row | Woodlands |
| 3rd row | Woodlands |
| 4th row | Changi |
| 5th row | Woodlands |
Common Values
| Value | Count | Frequency (%) |
| Woodlands | 3515 | |
| Tuas | 3497 | |
| Changi | 3457 | |
| Sentosa | 2528 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| woodlands | 3515 | |
| tuas | 3497 | |
| changi | 3457 | |
| sentosa | 2528 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12997 | |
| o | 9558 | |
| s | 9540 | |
| n | 9500 | |
| d | 7030 | 8.4% |
| W | 3515 | 4.2% |
| l | 3515 | 4.2% |
| T | 3497 | 4.2% |
| u | 3497 | 4.2% |
| C | 3457 | 4.1% |
| Other values (6) | 17955 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71064 | |
| Uppercase Letter | 12997 | 15.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12997 | |
| o | 9558 | |
| s | 9540 | |
| n | 9500 | |
| d | 7030 | |
| l | 3515 | 4.9% |
| u | 3497 | 4.9% |
| h | 3457 | 4.9% |
| g | 3457 | 4.9% |
| i | 3457 | 4.9% |
| Other values (2) | 5056 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 3515 | |
| T | 3497 | |
| C | 3457 | |
| S | 2528 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 84061 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12997 | |
| o | 9558 | |
| s | 9540 | |
| n | 9500 | |
| d | 7030 | 8.4% |
| W | 3515 | 4.2% |
| l | 3515 | 4.2% |
| T | 3497 | 4.2% |
| u | 3497 | 4.2% |
| C | 3457 | 4.1% |
| Other values (6) | 17955 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84061 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 12997 | |
| o | 9558 | |
| s | 9540 | |
| n | 9500 | |
| d | 7030 | 8.4% |
| W | 3515 | 4.2% |
| l | 3515 | 4.2% |
| T | 3497 | 4.2% |
| u | 3497 | 4.2% |
| C | 3457 | 4.1% |
| Other values (6) | 17955 |
2
Real number (ℝ)
| Distinct | 334 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0405324 |
| Minimum | 0 |
|---|---|
| Maximum | 367.6 |
| Zeros | 8640 |
| Zeros (%) | 66.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 16.8 |
| Maximum | 367.6 |
| Range | 367.6 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 10.958255 |
|---|---|
| Coefficient of variation (CV) | 3.604058 |
| Kurtosis | 165.10198 |
| Mean | 3.0405324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.5486922 |
| Sum | 39517.8 |
| Variance | 120.08336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8640 | |
| 0.2 | 553 | 4.3% |
| 0.4 | 305 | 2.3% |
| 0.6 | 201 | 1.5% |
| 0.8 | 140 | 1.1% |
| 1.2 | 127 | 1.0% |
| 1 | 109 | 0.8% |
| 1.6 | 101 | 0.8% |
| 1.8 | 94 | 0.7% |
| 1.4 | 91 | 0.7% |
| Other values (324) | 2636 | 20.3% |
| Value | Count | Frequency (%) |
| 0 | 8640 | |
| 0.2 | 553 | 4.3% |
| 0.4 | 305 | 2.3% |
| 0.6 | 201 | 1.5% |
| 0.8 | 140 | 1.1% |
| 1 | 109 | 0.8% |
| 1.2 | 127 | 1.0% |
| 1.4 | 91 | 0.7% |
| 1.6 | 101 | 0.8% |
| 1.8 | 94 | 0.7% |
| Value | Count | Frequency (%) |
| 367.6 | 1 | |
| 210.6 | 1 | |
| 184.6 | 1 | |
| 182.6 | 1 | |
| 182.2 | 1 | |
| 168.4 | 1 | |
| 162.2 | 1 | |
| 145.6 | 1 | |
| 145.2 | 1 | |
| 145 | 1 |
3
Real number (ℝ)
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 80 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5519548 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 22 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 3.4 |
| median | 5.4 |
| Q3 | 7.4 |
| 95-th percentile | 10.4 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.8987084 |
|---|---|
| Coefficient of variation (CV) | 0.52210591 |
| Kurtosis | 2.9201786 |
| Mean | 5.5519548 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.72963294 |
| Sum | 71714.6 |
| Variance | 8.4025103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 502 | 3.9% |
| 8 | 462 | 3.6% |
| 7 | 355 | 2.7% |
| 6.4 | 346 | 2.7% |
| 5.6 | 343 | 2.6% |
| 6.8 | 330 | 2.5% |
| 5 | 318 | 2.4% |
| 7.6 | 318 | 2.4% |
| 7.4 | 314 | 2.4% |
| 5.8 | 314 | 2.4% |
| Other values (104) | 9315 |
| Value | Count | Frequency (%) |
| 0 | 22 | 0.2% |
| 0.2 | 41 | 0.3% |
| 0.4 | 54 | 0.4% |
| 0.6 | 84 | 0.6% |
| 0.7 | 2 | < 0.1% |
| 0.8 | 111 | |
| 1 | 141 | |
| 1.2 | 170 | |
| 1.4 | 178 | |
| 1.6 | 236 |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 23.8 | 1 | |
| 22.8 | 1 | |
| 21.6 | 1 | |
| 20.4 | 1 | |
| 20.2 | 1 | |
| 19.8 | 1 | |
| 19.4 | 1 | |
| 19.2 | 1 | |
| 19 | 1 |
4
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 275 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 58 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4962362 |
| Minimum | -13.5 |
|---|---|
| Maximum | 13.9 |
| Zeros | 383 |
| Zeros (%) | 2.9% |
| Negative | 1230 |
| Negative (%) | 9.5% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | -13.5 |
|---|---|
| 5-th percentile | -9.2 |
| Q1 | 3.95 |
| median | 8.7 |
| Q3 | 10.7 |
| 95-th percentile | 12.6 |
| Maximum | 13.9 |
| Range | 27.4 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 6.0262358 |
|---|---|
| Coefficient of variation (CV) | 0.92765035 |
| Kurtosis | 1.8003173 |
| Mean | 6.4962362 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -1.5155187 |
| Sum | 84054.8 |
| Variance | 36.315518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 383 | 2.9% |
| 10.8 | 271 | 2.1% |
| 11 | 268 | 2.1% |
| 11.1 | 265 | 2.0% |
| 10.9 | 252 | 1.9% |
| 11.2 | 220 | 1.7% |
| 10.5 | 219 | 1.7% |
| 10.7 | 208 | 1.6% |
| 10.6 | 208 | 1.6% |
| 10.2 | 204 | 1.6% |
| Other values (265) | 10441 |
| Value | Count | Frequency (%) |
| -13.5 | 1 | < 0.1% |
| -13.4 | 2 | < 0.1% |
| -13.3 | 5 | < 0.1% |
| -13.2 | 19 | |
| -13.1 | 14 | |
| -13 | 21 | |
| -12.9 | 7 | 0.1% |
| -12.8 | 7 | 0.1% |
| -12.7 | 5 | < 0.1% |
| -12.6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.9 | 2 | < 0.1% |
| 13.8 | 3 | < 0.1% |
| 13.7 | 9 | 0.1% |
| 13.6 | 4 | < 0.1% |
| 13.5 | 10 | 0.1% |
| 13.4 | 24 | 0.2% |
| 13.3 | 58 | |
| 13.2 | 107 | |
| 13.1 | 108 | |
| 13 | 83 |
5
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 84 |
| Missing (%) | 0.6% |
| Memory size | 101.7 KiB |
| E | |
|---|---|
| N | |
| SW | |
| ENE | |
| ESE | |
| Other values (13) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1470611 |
| Min length | 1 |
Characters and Unicode
| Total characters | 27725 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E |
|---|---|
| 2nd row | WNW |
| 3rd row | ESE |
| 4th row | NE |
| 5th row | NNW |
Common Values
| Value | Count | Frequency (%) |
| E | 1333 | 10.3% |
| N | 1210 | 9.3% |
| SW | 1107 | 8.5% |
| ENE | 906 | 7.0% |
| ESE | 881 | 6.8% |
| NE | 841 | 6.5% |
| SSW | 832 | 6.4% |
| W | 784 | 6.0% |
| WNW | 752 | 5.8% |
| SE | 713 | 5.5% |
| Other values (8) | 3554 |
Length
| Value | Count | Frequency (%) |
| e | 1333 | 10.3% |
| n | 1210 | 9.4% |
| sw | 1107 | 8.6% |
| ene | 906 | 7.0% |
| ese | 881 | 6.8% |
| ne | 841 | 6.5% |
| ssw | 832 | 6.4% |
| w | 784 | 6.1% |
| wnw | 752 | 5.8% |
| se | 713 | 5.5% |
| Other values (8) | 3554 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 7701 | |
| S | 7007 | |
| W | 6724 | |
| N | 6293 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 27725 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 7701 | |
| S | 7007 | |
| W | 6724 | |
| N | 6293 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27725 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 7701 | |
| S | 7007 | |
| W | 6724 | |
| N | 6293 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27725 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 7701 | |
| S | 7007 | |
| W | 6724 | |
| N | 6293 |
6
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 80 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.640164 |
| Minimum | 9 |
|---|---|
| Maximum | 126 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 28 |
| median | 35 |
| Q3 | 43 |
| 95-th percentile | 59 |
| Maximum | 126 |
| Range | 117 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.628845 |
|---|---|
| Coefficient of variation (CV) | 0.34467217 |
| Kurtosis | 2.5111468 |
| Mean | 36.640164 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.1799829 |
| Sum | 473281 |
| Variance | 159.48773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 988 | 7.6% |
| 31 | 968 | 7.4% |
| 33 | 929 | 7.1% |
| 37 | 864 | 6.6% |
| 39 | 831 | 6.4% |
| 30 | 808 | 6.2% |
| 28 | 749 | 5.8% |
| 41 | 683 | 5.3% |
| 26 | 612 | 4.7% |
| 24 | 590 | 4.5% |
| Other values (43) | 4895 |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 11 | 6 | < 0.1% |
| 13 | 40 | 0.3% |
| 15 | 111 | 0.9% |
| 17 | 168 | 1.3% |
| 19 | 290 | |
| 20 | 407 | |
| 22 | 420 | |
| 24 | 590 | |
| 26 | 612 |
| Value | Count | Frequency (%) |
| 126 | 1 | < 0.1% |
| 104 | 2 | < 0.1% |
| 102 | 4 | |
| 100 | 3 | < 0.1% |
| 98 | 3 | < 0.1% |
| 96 | 9 | |
| 94 | 5 | |
| 93 | 9 | |
| 91 | 6 | |
| 89 | 9 |
7
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 300 |
| Missing (%) | 2.3% |
| Memory size | 101.7 KiB |
| N | |
|---|---|
| E | |
| SW | |
| SE | |
| WSW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1221548 |
| Min length | 1 |
Characters and Unicode
| Total characters | 26945 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E |
|---|---|
| 2nd row | NNE |
| 3rd row | SE |
| 4th row | NNW |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 1212 | 9.3% |
| E | 1209 | 9.3% |
| SW | 1159 | 8.9% |
| SE | 1043 | 8.0% |
| WSW | 849 | 6.5% |
| ENE | 843 | 6.5% |
| ESE | 839 | 6.5% |
| NE | 827 | 6.4% |
| W | 796 | 6.1% |
| SSE | 766 | 5.9% |
| Other values (6) | 3154 |
Length
| Value | Count | Frequency (%) |
| n | 1212 | 9.5% |
| e | 1209 | 9.5% |
| sw | 1159 | 9.1% |
| se | 1043 | 8.2% |
| wsw | 849 | 6.7% |
| ene | 843 | 6.6% |
| ese | 839 | 6.6% |
| ne | 827 | 6.5% |
| w | 796 | 6.3% |
| sse | 766 | 6.0% |
| Other values (6) | 3154 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 7844 | |
| S | 7551 | |
| W | 5932 | |
| N | 5618 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 26945 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 7844 | |
| S | 7551 | |
| W | 5932 | |
| N | 5618 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26945 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 7844 | |
| S | 7551 | |
| W | 5932 | |
| N | 5618 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26945 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 7844 | |
| S | 7551 | |
| W | 5932 | |
| N | 5618 |
8
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 52 |
| Missing (%) | 0.4% |
| Memory size | 101.7 KiB |
| SW | |
|---|---|
| WNW | |
| ENE | |
| E | |
| N | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2187717 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28722 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ESE |
|---|---|
| 2nd row | NW |
| 3rd row | E |
| 4th row | NE |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| SW | 997 | 7.7% |
| WNW | 983 | 7.6% |
| ENE | 968 | 7.4% |
| E | 928 | 7.1% |
| N | 903 | 6.9% |
| W | 888 | 6.8% |
| NE | 864 | 6.6% |
| SSW | 850 | 6.5% |
| NNW | 809 | 6.2% |
| ESE | 755 | 5.8% |
| Other values (6) | 4000 |
Length
| Value | Count | Frequency (%) |
| sw | 997 | 7.7% |
| wnw | 983 | 7.6% |
| ene | 968 | 7.5% |
| e | 928 | 7.2% |
| n | 903 | 7.0% |
| w | 888 | 6.9% |
| ne | 864 | 6.7% |
| ssw | 850 | 6.6% |
| nnw | 809 | 6.2% |
| ese | 755 | 5.8% |
| Other values (6) | 4000 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 7752 | |
| N | 7290 | |
| E | 7022 | |
| S | 6658 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 28722 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 7752 | |
| N | 7290 | |
| E | 7022 | |
| S | 6658 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28722 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 7752 | |
| N | 7290 | |
| E | 7022 | |
| S | 6658 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28722 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 7752 | |
| N | 7290 | |
| E | 7022 | |
| S | 6658 |
9
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.456974 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 295 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.3418141 |
|---|---|
| Coefficient of variation (CV) | 0.66965015 |
| Kurtosis | 3.9607512 |
| Mean | 12.456974 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.5972726 |
| Sum | 161841 |
| Variance | 69.585863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1633 | |
| 7 | 1525 | |
| 6 | 1359 | |
| 11 | 1330 | |
| 13 | 1214 | |
| 15 | 953 | |
| 4 | 885 | 6.8% |
| 17 | 785 | 6.0% |
| 19 | 526 | 4.0% |
| 20 | 472 | 3.6% |
| Other values (26) | 2310 |
| Value | Count | Frequency (%) |
| 0 | 295 | 2.3% |
| 2 | 434 | 3.3% |
| 4 | 885 | |
| 6 | 1359 | |
| 7 | 1525 | |
| 9 | 1633 | |
| 11 | 1330 | |
| 13 | 1214 | |
| 15 | 953 | |
| 17 | 785 |
| Value | Count | Frequency (%) |
| 65 | 1 | < 0.1% |
| 63 | 2 | < 0.1% |
| 61 | 2 | < 0.1% |
| 59 | 1 | < 0.1% |
| 57 | 4 | < 0.1% |
| 56 | 8 | 0.1% |
| 54 | 9 | |
| 52 | 15 | |
| 50 | 17 | |
| 48 | 20 |
10
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.703102 |
| Minimum | 0 |
|---|---|
| Maximum | 76 |
| Zeros | 46 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.8825084 |
|---|---|
| Coefficient of variation (CV) | 0.47191883 |
| Kurtosis | 1.5174679 |
| Mean | 16.703102 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.85509063 |
| Sum | 216990 |
| Variance | 62.133939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 1402 | |
| 15 | 1294 | |
| 11 | 1283 | |
| 17 | 1257 | |
| 9 | 1119 | |
| 19 | 973 | 7.5% |
| 20 | 962 | 7.4% |
| 24 | 714 | 5.5% |
| 22 | 699 | 5.4% |
| 7 | 650 | 5.0% |
| Other values (26) | 2638 |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.4% |
| 2 | 120 | 0.9% |
| 4 | 237 | 1.8% |
| 6 | 448 | 3.4% |
| 7 | 650 | |
| 9 | 1119 | |
| 11 | 1283 | |
| 13 | 1402 | |
| 15 | 1294 | |
| 17 | 1257 |
| Value | Count | Frequency (%) |
| 76 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 61 | 2 | < 0.1% |
| 59 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 52 | 6 | < 0.1% |
| 50 | 16 | |
| 48 | 9 |
11
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 14 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.476623 |
| Minimum | 11 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 56 |
| median | 66 |
| Q3 | 76 |
| 95-th percentile | 91 |
| Maximum | 100 |
| Range | 89 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.460822 |
|---|---|
| Coefficient of variation (CV) | 0.23612736 |
| Kurtosis | 0.021124412 |
| Mean | 65.476623 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.29493617 |
| Sum | 850083 |
| Variance | 239.03702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 357 | 2.7% |
| 64 | 356 | 2.7% |
| 69 | 351 | 2.7% |
| 65 | 340 | 2.6% |
| 58 | 339 | 2.6% |
| 66 | 333 | 2.6% |
| 72 | 333 | 2.6% |
| 62 | 332 | 2.6% |
| 70 | 329 | 2.5% |
| 67 | 325 | 2.5% |
| Other values (79) | 9588 |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 13 | 6 | |
| 14 | 5 | |
| 15 | 6 | |
| 16 | 6 | |
| 17 | 10 | |
| 18 | 11 | |
| 19 | 6 | |
| 20 | 8 | |
| 21 | 11 |
| Value | Count | Frequency (%) |
| 100 | 11 | 0.1% |
| 99 | 32 | 0.2% |
| 98 | 51 | |
| 97 | 44 | |
| 96 | 85 | |
| 95 | 68 | |
| 94 | 86 | |
| 93 | 109 | |
| 92 | 85 | |
| 91 | 96 |
12
Real number (ℝ)
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 27 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.818813 |
| Minimum | 5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 40 |
| median | 51 |
| Q3 | 61 |
| 95-th percentile | 81 |
| Maximum | 100 |
| Range | 95 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 16.865362 |
|---|---|
| Coefficient of variation (CV) | 0.33187242 |
| Kurtosis | 0.042570941 |
| Mean | 50.818813 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.11666665 |
| Sum | 659120 |
| Variance | 284.44045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53 | 381 | 2.9% |
| 57 | 375 | 2.9% |
| 52 | 358 | 2.8% |
| 49 | 349 | 2.7% |
| 51 | 346 | 2.7% |
| 50 | 345 | 2.7% |
| 54 | 337 | 2.6% |
| 45 | 335 | 2.6% |
| 56 | 329 | 2.5% |
| 48 | 327 | 2.5% |
| Other values (86) | 9488 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 11 | 0.1% |
| 9 | 11 | 0.1% |
| 10 | 17 | |
| 11 | 25 | |
| 12 | 32 | |
| 13 | 30 | |
| 14 | 30 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 2 | < 0.1% |
| 98 | 10 | 0.1% |
| 97 | 11 | 0.1% |
| 96 | 27 | |
| 95 | 23 | |
| 94 | 27 | |
| 93 | 31 | |
| 92 | 28 | |
| 91 | 46 |
13
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 101.7 KiB |
| meD | |
|---|---|
| Med | |
| mEd | |
| MEd | |
| MeD | |
| Other values (27) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.2066179 |
| Min length | 3 |
Characters and Unicode
| Total characters | 41670 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MED |
|---|---|
| 2nd row | MeD |
| 3rd row | Med |
| 4th row | hIgh |
| 5th row | meD |
Common Values
| Value | Count | Frequency (%) |
| meD | 1030 | 7.9% |
| Med | 1000 | 7.7% |
| mEd | 983 | 7.6% |
| MEd | 979 | 7.5% |
| MeD | 978 | 7.5% |
| med | 960 | 7.4% |
| mED | 947 | 7.3% |
| MED | 918 | 7.1% |
| lOw | 353 | 2.7% |
| lOW | 326 | 2.5% |
| Other values (22) | 4521 |
Length
| Value | Count | Frequency (%) |
| med | 7795 | |
| high | 2685 | 20.7% |
| low | 2515 | 19.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3968 | 9.5% |
| d | 3922 | 9.4% |
| m | 3920 | 9.4% |
| M | 3875 | 9.3% |
| D | 3873 | 9.3% |
| E | 3827 | 9.2% |
| h | 2705 | 6.5% |
| H | 2665 | 6.4% |
| g | 1369 | 3.3% |
| i | 1346 | 3.2% |
| Other values (8) | 10200 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21029 | |
| Uppercase Letter | 20641 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3968 | |
| d | 3922 | |
| m | 3920 | |
| h | 2705 | |
| g | 1369 | 6.5% |
| i | 1346 | 6.4% |
| w | 1287 | 6.1% |
| l | 1283 | 6.1% |
| o | 1229 | 5.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 3875 | |
| D | 3873 | |
| E | 3827 | |
| H | 2665 | |
| I | 1339 | 6.5% |
| G | 1316 | 6.4% |
| O | 1286 | 6.2% |
| L | 1232 | 6.0% |
| W | 1228 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41670 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3968 | 9.5% |
| d | 3922 | 9.4% |
| m | 3920 | 9.4% |
| M | 3875 | 9.3% |
| D | 3873 | 9.3% |
| E | 3827 | 9.2% |
| h | 2705 | 6.5% |
| H | 2665 | 6.4% |
| g | 1369 | 3.3% |
| i | 1346 | 3.2% |
| Other values (8) | 10200 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41670 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3968 | 9.5% |
| d | 3922 | 9.4% |
| m | 3920 | 9.4% |
| M | 3875 | 9.3% |
| D | 3873 | 9.3% |
| E | 3827 | 9.2% |
| h | 2705 | 6.5% |
| H | 2665 | 6.4% |
| g | 1369 | 3.3% |
| i | 1346 | 3.2% |
| Other values (8) | 10200 |
14
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8 |
| Missing (%) | 0.1% |
| Memory size | 101.7 KiB |
| mEd | |
|---|---|
| meD | |
| mED | |
| med | |
| MEd | |
| Other values (27) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.208946 |
| Min length | 3 |
Characters and Unicode
| Total characters | 41681 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Med |
|---|---|
| 2nd row | LOw |
| 3rd row | MEd |
| 4th row | med |
| 5th row | MeD |
Common Values
| Value | Count | Frequency (%) |
| mEd | 988 | 7.6% |
| meD | 984 | 7.6% |
| mED | 969 | 7.5% |
| med | 964 | 7.4% |
| MEd | 958 | 7.4% |
| MeD | 953 | 7.3% |
| Med | 930 | 7.2% |
| MED | 902 | 6.9% |
| Low | 352 | 2.7% |
| LoW | 346 | 2.7% |
| Other values (22) | 4643 |
Length
| Value | Count | Frequency (%) |
| med | 7648 | |
| high | 2714 | 20.9% |
| low | 2627 | 20.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 3905 | 9.4% |
| d | 3840 | 9.2% |
| e | 3831 | 9.2% |
| E | 3817 | 9.2% |
| D | 3808 | 9.1% |
| M | 3743 | 9.0% |
| h | 2775 | 6.7% |
| H | 2653 | 6.4% |
| i | 1401 | 3.4% |
| g | 1374 | 3.3% |
| Other values (8) | 10534 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21081 | |
| Uppercase Letter | 20600 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 3905 | |
| d | 3840 | |
| e | 3831 | |
| h | 2775 | |
| i | 1401 | 6.6% |
| g | 1374 | 6.5% |
| o | 1340 | 6.4% |
| w | 1327 | 6.3% |
| l | 1288 | 6.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 3817 | |
| D | 3808 | |
| M | 3743 | |
| H | 2653 | |
| G | 1340 | 6.5% |
| L | 1339 | 6.5% |
| I | 1313 | 6.4% |
| W | 1300 | 6.3% |
| O | 1287 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41681 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 3905 | 9.4% |
| d | 3840 | 9.2% |
| e | 3831 | 9.2% |
| E | 3817 | 9.2% |
| D | 3808 | 9.1% |
| M | 3743 | 9.0% |
| h | 2775 | 6.7% |
| H | 2653 | 6.4% |
| i | 1401 | 3.4% |
| g | 1374 | 3.3% |
| Other values (8) | 10534 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41681 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 3905 | 9.4% |
| d | 3840 | 9.2% |
| e | 3831 | 9.2% |
| E | 3817 | 9.2% |
| D | 3808 | 9.1% |
| M | 3743 | 9.0% |
| h | 2775 | 6.7% |
| H | 2653 | 6.4% |
| i | 1401 | 3.4% |
| g | 1374 | 3.3% |
| Other values (8) | 10534 |
15
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 304 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1088789 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1123 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.7278248 |
|---|---|
| Coefficient of variation (CV) | 0.66388542 |
| Kurtosis | -1.5609581 |
| Mean | 4.1088789 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.11273596 |
| Sum | 52154 |
| Variance | 7.4410282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 3301 | |
| 1 | 2548 | |
| 6 | 1288 | 9.9% |
| 0 | 1123 | 8.6% |
| 3 | 1036 | 8.0% |
| 2 | 1016 | 7.8% |
| 5 | 899 | 6.9% |
| 8 | 802 | 6.2% |
| 4 | 680 | 5.2% |
| (Missing) | 304 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1123 | 8.6% |
| 1 | 2548 | |
| 2 | 1016 | 7.8% |
| 3 | 1036 | 8.0% |
| 4 | 680 | 5.2% |
| 5 | 899 | 6.9% |
| 6 | 1288 | 9.9% |
| 7 | 3301 | |
| 8 | 802 | 6.2% |
| Value | Count | Frequency (%) |
| 8 | 802 | 6.2% |
| 7 | 3301 | |
| 6 | 1288 | 9.9% |
| 5 | 899 | 6.9% |
| 4 | 680 | 5.2% |
| 3 | 1036 | 8.0% |
| 2 | 1016 | 7.8% |
| 1 | 2548 | |
| 0 | 1123 | 8.6% |
16
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 382 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1241379 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 857 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.6461947 |
|---|---|
| Coefficient of variation (CV) | 0.64163585 |
| Kurtosis | -1.5243568 |
| Mean | 4.1241379 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.087150137 |
| Sum | 52026 |
| Variance | 7.0023466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 3148 | |
| 1 | 2457 | |
| 6 | 1263 | |
| 2 | 1246 | 9.6% |
| 3 | 1149 | 8.8% |
| 5 | 988 | 7.6% |
| 0 | 857 | 6.6% |
| 8 | 762 | 5.9% |
| 4 | 745 | 5.7% |
| (Missing) | 382 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 857 | 6.6% |
| 1 | 2457 | |
| 2 | 1246 | 9.6% |
| 3 | 1149 | 8.8% |
| 4 | 745 | 5.7% |
| 5 | 988 | 7.6% |
| 6 | 1263 | |
| 7 | 3148 | |
| 8 | 762 | 5.9% |
| Value | Count | Frequency (%) |
| 8 | 762 | 5.9% |
| 7 | 3148 | |
| 6 | 1263 | |
| 5 | 988 | 7.6% |
| 4 | 745 | 5.7% |
| 3 | 1149 | 8.8% |
| 2 | 1246 | 9.6% |
| 1 | 2457 | |
| 0 | 857 | 6.6% |
17
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3198 |
| Missing (%) | 24.6% |
| Memory size | 25.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 7488 | |
| True | 2311 | 17.8% |
| (Missing) | 3198 |
18
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.8 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 9998 | |
| True | 2999 | 23.1% |
19
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.7 KiB |
| blue | |
|---|---|
| white | |
| red | |
| grey |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0046164 |
| Min length | 3 |
Characters and Unicode
| Total characters | 52048 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | blue |
|---|---|
| 2nd row | blue |
| 3rd row | blue |
| 4th row | red |
| 5th row | grey |
Common Values
| Value | Count | Frequency (%) |
| blue | 3333 | |
| white | 3300 | |
| red | 3240 | |
| grey | 3124 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| blue | 3333 | |
| white | 3300 | |
| red | 3240 | |
| grey | 3124 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12997 | |
| r | 6364 | |
| b | 3333 | 6.4% |
| l | 3333 | 6.4% |
| u | 3333 | 6.4% |
| w | 3300 | 6.3% |
| h | 3300 | 6.3% |
| i | 3300 | 6.3% |
| t | 3300 | 6.3% |
| d | 3240 | 6.2% |
| Other values (2) | 6248 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 52048 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12997 | |
| r | 6364 | |
| b | 3333 | 6.4% |
| l | 3333 | 6.4% |
| u | 3333 | 6.4% |
| w | 3300 | 6.3% |
| h | 3300 | 6.3% |
| i | 3300 | 6.3% |
| t | 3300 | 6.3% |
| d | 3240 | 6.2% |
| Other values (2) | 6248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52048 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12997 | |
| r | 6364 | |
| b | 3333 | 6.4% |
| l | 3333 | 6.4% |
| u | 3333 | 6.4% |
| w | 3300 | 6.3% |
| h | 3300 | 6.3% |
| i | 3300 | 6.3% |
| t | 3300 | 6.3% |
| d | 3240 | 6.2% |
| Other values (2) | 6248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52048 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12997 | |
| r | 6364 | |
| b | 3333 | 6.4% |
| l | 3333 | 6.4% |
| u | 3333 | 6.4% |
| w | 3300 | 6.3% |
| h | 3300 | 6.3% |
| i | 3300 | 6.3% |
| t | 3300 | 6.3% |
| d | 3240 | 6.2% |
| Other values (2) | 6248 |
20
Real number (ℝ)
| Distinct | 137 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 9 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.522144 |
| Minimum | 24.3 |
|---|---|
| Maximum | 38.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 101.7 KiB |
Quantile statistics
| Minimum | 24.3 |
|---|---|
| 5-th percentile | 26.6 |
| Q1 | 29.1 |
| median | 31.7 |
| Q3 | 34.2 |
| 95-th percentile | 35.7 |
| Maximum | 38.5 |
| Range | 14.2 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 2.9605914 |
|---|---|
| Coefficient of variation (CV) | 0.093921005 |
| Kurtosis | -1.086417 |
| Mean | 31.522144 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -0.20895987 |
| Sum | 409409.6 |
| Variance | 8.7651014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.1 | 226 | 1.7% |
| 34.9 | 196 | 1.5% |
| 35.4 | 195 | 1.5% |
| 35.2 | 194 | 1.5% |
| 35 | 182 | 1.4% |
| 35.3 | 179 | 1.4% |
| 34.8 | 178 | 1.4% |
| 35.5 | 171 | 1.3% |
| 33.5 | 164 | 1.3% |
| 35.6 | 163 | 1.3% |
| Other values (127) | 11140 |
| Value | Count | Frequency (%) |
| 24.3 | 2 | < 0.1% |
| 24.5 | 1 | < 0.1% |
| 24.6 | 3 | < 0.1% |
| 24.7 | 4 | < 0.1% |
| 24.8 | 6 | < 0.1% |
| 24.9 | 13 | |
| 25 | 3 | < 0.1% |
| 25.1 | 12 | |
| 25.2 | 21 | |
| 25.3 | 18 |
| Value | Count | Frequency (%) |
| 38.5 | 4 | |
| 38.4 | 2 | |
| 38.3 | 2 | |
| 38 | 2 | |
| 37.9 | 1 | < 0.1% |
| 37.7 | 2 | |
| 37.6 | 1 | < 0.1% |
| 37.4 | 1 | < 0.1% |
| 37.2 | 2 | |
| 37.1 | 1 | < 0.1% |
| 2 | 3 | 4 | 6 | 9 | 10 | 11 | 12 | 15 | 16 | 20 | 1 | 5 | 7 | 8 | 13 | 14 | 17 | 18 | 19 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1.000 | -0.277 | -0.328 | 0.109 | 0.003 | 0.015 | 0.468 | 0.451 | 0.399 | 0.372 | -0.059 | 0.055 | 0.024 | 0.036 | 0.019 | 0.073 | 0.056 | 0.220 | 0.145 | 0.013 |
| 3 | -0.277 | 1.000 | 0.368 | 0.249 | 0.200 | 0.239 | -0.502 | -0.281 | -0.167 | -0.227 | 0.582 | 0.234 | 0.104 | 0.119 | 0.097 | 0.147 | 0.149 | 0.216 | 0.130 | 0.008 |
| 4 | -0.328 | 0.368 | 1.000 | 0.010 | 0.030 | 0.105 | -0.446 | -0.475 | -0.545 | -0.580 | 0.214 | 0.184 | 0.091 | 0.097 | 0.086 | 0.084 | 0.075 | 0.378 | 0.475 | 0.011 |
| 6 | 0.109 | 0.249 | 0.010 | 1.000 | 0.672 | 0.717 | -0.143 | -0.079 | 0.112 | 0.121 | 0.172 | 0.334 | 0.128 | 0.175 | 0.127 | 0.136 | 0.117 | 0.152 | 0.231 | 0.017 |
| 9 | 0.003 | 0.200 | 0.030 | 0.672 | 1.000 | 0.574 | -0.227 | -0.200 | 0.057 | 0.076 | 0.119 | 0.369 | 0.136 | 0.175 | 0.128 | 0.073 | 0.060 | 0.045 | 0.034 | 0.026 |
| 10 | 0.015 | 0.239 | 0.105 | 0.717 | 0.574 | 1.000 | -0.090 | -0.065 | 0.053 | 0.019 | 0.260 | 0.381 | 0.141 | 0.147 | 0.163 | 0.101 | 0.091 | 0.015 | 0.068 | 0.026 |
| 11 | 0.468 | -0.502 | -0.446 | -0.143 | -0.227 | -0.090 | 1.000 | 0.633 | 0.455 | 0.403 | -0.076 | 0.172 | 0.083 | 0.104 | 0.090 | 0.082 | 0.085 | 0.462 | 0.345 | 0.000 |
| 12 | 0.451 | -0.281 | -0.475 | -0.079 | -0.200 | -0.065 | 0.633 | 1.000 | 0.532 | 0.567 | 0.015 | 0.129 | 0.096 | 0.118 | 0.091 | 0.115 | 0.101 | 0.419 | 0.569 | 0.015 |
| 15 | 0.399 | -0.167 | -0.545 | 0.112 | 0.057 | 0.053 | 0.455 | 0.532 | 1.000 | 0.681 | 0.012 | 0.168 | 0.079 | 0.083 | 0.073 | 0.099 | 0.082 | 0.365 | 0.383 | 0.000 |
| 16 | 0.372 | -0.227 | -0.580 | 0.121 | 0.076 | 0.019 | 0.403 | 0.567 | 0.681 | 1.000 | -0.026 | 0.169 | 0.084 | 0.093 | 0.084 | 0.107 | 0.091 | 0.334 | 0.467 | 0.017 |
| 20 | -0.059 | 0.582 | 0.214 | 0.172 | 0.119 | 0.260 | -0.076 | 0.015 | 0.012 | -0.026 | 1.000 | 0.493 | 0.171 | 0.154 | 0.180 | 0.194 | 0.218 | 0.182 | 0.126 | 0.011 |
| 1 | 0.055 | 0.234 | 0.184 | 0.334 | 0.369 | 0.381 | 0.172 | 0.129 | 0.168 | 0.169 | 0.493 | 1.000 | 0.444 | 0.375 | 0.472 | 0.213 | 0.252 | 0.061 | 0.058 | 0.010 |
| 5 | 0.024 | 0.104 | 0.091 | 0.128 | 0.136 | 0.141 | 0.083 | 0.096 | 0.079 | 0.084 | 0.171 | 0.444 | 1.000 | 0.219 | 0.351 | 0.075 | 0.078 | 0.172 | 0.171 | 0.000 |
| 7 | 0.036 | 0.119 | 0.097 | 0.175 | 0.175 | 0.147 | 0.104 | 0.118 | 0.083 | 0.093 | 0.154 | 0.375 | 0.219 | 1.000 | 0.186 | 0.083 | 0.073 | 0.188 | 0.202 | 0.025 |
| 8 | 0.019 | 0.097 | 0.086 | 0.127 | 0.128 | 0.163 | 0.090 | 0.091 | 0.073 | 0.084 | 0.180 | 0.472 | 0.351 | 0.186 | 1.000 | 0.094 | 0.105 | 0.159 | 0.195 | 0.018 |
| 13 | 0.073 | 0.147 | 0.084 | 0.136 | 0.073 | 0.101 | 0.082 | 0.115 | 0.099 | 0.107 | 0.194 | 0.213 | 0.075 | 0.083 | 0.094 | 1.000 | 0.212 | 0.270 | 0.320 | 0.018 |
| 14 | 0.056 | 0.149 | 0.075 | 0.117 | 0.060 | 0.091 | 0.085 | 0.101 | 0.082 | 0.091 | 0.218 | 0.252 | 0.078 | 0.073 | 0.105 | 0.212 | 1.000 | 0.223 | 0.286 | 0.011 |
| 17 | 0.220 | 0.216 | 0.378 | 0.152 | 0.045 | 0.015 | 0.462 | 0.419 | 0.365 | 0.334 | 0.182 | 0.061 | 0.172 | 0.188 | 0.159 | 0.270 | 0.223 | 1.000 | 0.345 | 0.000 |
| 18 | 0.145 | 0.130 | 0.475 | 0.231 | 0.034 | 0.068 | 0.345 | 0.569 | 0.383 | 0.467 | 0.126 | 0.058 | 0.171 | 0.202 | 0.195 | 0.320 | 0.286 | 0.345 | 1.000 | 0.013 |
| 19 | 0.013 | 0.008 | 0.011 | 0.017 | 0.026 | 0.026 | 0.000 | 0.015 | 0.000 | 0.017 | 0.011 | 0.010 | 0.000 | 0.025 | 0.018 | 0.018 | 0.011 | 0.000 | 0.013 | 1.000 |
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2009-03-08 | Changi | 0.0 | 7.0 | 11.2 | E | 35.0 | E | ESE | 15.0 | 19.0 | 60.0 | 54.0 | MED | Med | 4.0 | 5.0 | No | No | blue | 33.4 |
| 1 | 2014-11-12 | Woodlands | 0.0 | 8.4 | 9.6 | WNW | 37.0 | NNE | NW | 13.0 | 28.0 | 60.0 | 56.0 | MeD | LOw | 1.0 | 2.0 | None | Yes | blue | 35.4 |
| 2 | 2008-08-08 | Woodlands | 0.0 | 7.6 | 11.1 | ESE | 52.0 | SE | E | 19.0 | 19.0 | NaN | 13.0 | Med | MEd | 0.0 | 0.0 | None | No | blue | 32.8 |
| 3 | 2015-10-12 | Changi | 0.0 | 7.2 | 11.4 | NE | 31.0 | NNW | NE | 9.0 | 13.0 | 51.0 | 53.0 | hIgh | med | 1.0 | 1.0 | No | No | red | 31.4 |
| 4 | 2013-10-27 | Woodlands | 5.6 | 7.0 | 8.5 | NNW | 33.0 | N | N | 13.0 | 19.0 | 68.0 | 64.0 | meD | MeD | 6.0 | 5.0 | None | No | grey | 35.4 |
| 5 | 2014-02-08 | Tuas | 0.0 | 10.6 | 12.8 | S | 43.0 | SSE | SSW | 15.0 | 22.0 | 54.0 | 45.0 | MEd | MED | 1.0 | 0.0 | No | No | grey | 31.9 |
| 6 | 2009-01-23 | Woodlands | 81.0 | 7.8 | 4.7 | SSW | 28.0 | S | N | 13.0 | 15.0 | 89.0 | 58.0 | LOW | lOW | 8.0 | 7.0 | Yes | No | red | 34.4 |
| 7 | 2016-02-02 | Tuas | 0.0 | 7.2 | 12.7 | SSW | 41.0 | SSE | SSW | 13.0 | 17.0 | 49.0 | 45.0 | meD | meD | 0.0 | 0.0 | No | No | white | 29.9 |
| 8 | 2016-05-07 | Sentosa | 0.0 | 5.2 | 5.8 | N | 43.0 | N | N | 17.0 | 15.0 | 54.0 | 39.0 | MED | mEd | 2.0 | 7.0 | No | Yes | blue | 30.0 |
| 9 | 2013-06-28 | Changi | 1.8 | 0.8 | 2.1 | ESE | 22.0 | WSW | ESE | 7.0 | 9.0 | 84.0 | 68.0 | mED | mEd | 7.0 | 6.0 | Yes | Yes | blue | 30.0 |
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12987 | 2012-07-30 | Changi | 0.0 | 4.2 | 9.9 | WSW | 17.0 | SW | W | 6.0 | 6.0 | 66.0 | 32.0 | mEd | med | 1.0 | 1.0 | No | No | white | 28.1 |
| 12988 | 2009-01-03 | Changi | 4.4 | 5.4 | 0.0 | SSE | 41.0 | SE | SSE | 15.0 | 15.0 | 85.0 | 86.0 | Med | meD | 8.0 | 8.0 | Yes | Yes | blue | 32.7 |
| 12989 | 2010-02-21 | Sentosa | 0.0 | 14.8 | 10.4 | N | 57.0 | SSW | SSE | 13.0 | 20.0 | 67.0 | 46.0 | MeD | med | 6.0 | 4.0 | None | No | blue | 33.3 |
| 12990 | 2014-09-26 | Tuas | 0.0 | 4.0 | 10.9 | NNW | 39.0 | NNE | WNW | 13.0 | 17.0 | 65.0 | 47.0 | MeD | med | 3.0 | 2.0 | None | Yes | blue | 29.4 |
| 12991 | 2011-08-21 | Changi | 3.0 | 4.4 | 1.9 | SE | 37.0 | SSW | SE | 6.0 | 17.0 | 89.0 | 51.0 | HIgh | HigH | 8.0 | 7.0 | Yes | Yes | red | 29.2 |
| 12992 | 2015-06-12 | Tuas | 0.4 | 1.6 | 5.6 | SW | 28.0 | None | SW | 0.0 | 13.0 | 92.0 | 66.0 | MEd | mED | 4.0 | 3.0 | No | No | red | 29.3 |
| 12993 | 2016-09-29 | Changi | 0.0 | 7.4 | 0.6 | NNW | 35.0 | N | NNW | 4.0 | 9.0 | 57.0 | 48.0 | LOw | LoW | 7.0 | 8.0 | No | Yes | white | 31.3 |
| 12994 | 2011-05-14 | Sentosa | 8.0 | 0.8 | 5.4 | S | 52.0 | WSW | S | 24.0 | 28.0 | 87.0 | 64.0 | HiGH | HIgH | NaN | NaN | Yes | Yes | grey | 26.4 |
| 12995 | 2011-02-14 | Sentosa | 4.4 | 4.4 | 12.0 | S | 31.0 | SSE | SSE | 13.0 | 9.0 | 68.0 | 52.0 | hiGH | hIgh | 5.0 | 1.0 | Yes | No | blue | 30.5 |
| 12996 | 2016-03-04 | Changi | 0.4 | 8.4 | 11.1 | E | 33.0 | ESE | E | 4.0 | 11.0 | 66.0 | 44.0 | mED | MeD | 4.0 | 2.0 | No | No | blue | 33.4 |
Most frequently occurring
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 904 | 2015-08-22 | Woodlands | 0.0 | 6.0 | 9.9 | N | 33.0 | E | NNW | 15.0 | 24.0 | 77.0 | 54.0 | MeD | meD | 3.0 | 1.0 | No | No | blue | 33.5 | 4 |
| 28 | 2008-09-15 | Changi | 1.0 | 6.2 | 9.7 | NE | 28.0 | S | NNE | 2.0 | 15.0 | 72.0 | 61.0 | meD | med | 1.0 | 1.0 | No | No | blue | 30.9 | 3 |
| 37 | 2008-10-06 | Tuas | 0.0 | 5.2 | 11.1 | SE | 30.0 | ENE | SE | 13.0 | 13.0 | 57.0 | 34.0 | higH | hiGh | 2.0 | 5.0 | No | No | red | 27.7 | 3 |
| 46 | 2008-11-01 | Changi | 0.0 | 8.2 | -9.8 | ESE | 41.0 | SSW | ESE | 7.0 | 20.0 | 48.0 | 50.0 | mEd | med | 3.0 | 5.0 | No | No | blue | 33.1 | 3 |
| 75 | 2009-01-16 | Changi | 0.0 | 9.0 | 12.4 | NE | 31.0 | WNW | NE | 7.0 | 15.0 | 54.0 | 52.0 | mED | Med | 1.0 | 6.0 | NaN | No | red | 33.9 | 3 |
| 76 | 2009-01-19 | Sentosa | 0.0 | 7.8 | 13.4 | N | 54.0 | N | WNW | 28.0 | 22.0 | 52.0 | 20.0 | mED | MEd | 1.0 | 1.0 | No | No | grey | 33.1 | 3 |
| 95 | 2009-03-18 | Tuas | 0.8 | 4.0 | 9.8 | SSW | 33.0 | S | WSW | 7.0 | 15.0 | 84.0 | 39.0 | mED | MEd | 6.0 | 1.0 | No | No | blue | 30.7 | 3 |
| 98 | 2009-03-25 | Sentosa | 2.4 | 2.2 | 3.2 | SSE | 31.0 | N | S | 6.0 | 19.0 | 95.0 | 56.0 | med | MED | 7.0 | 7.0 | Yes | No | white | 30.7 | 3 |
| 99 | 2009-03-27 | Tuas | 0.0 | 6.8 | 10.7 | SW | 31.0 | NaN | WSW | 0.0 | 17.0 | 69.0 | 25.0 | MeD | MED | 0.0 | 0.0 | No | No | blue | 33.5 | 3 |
| 107 | 2009-04-13 | Tuas | 0.0 | 12.2 | 0.1 | NE | 41.0 | E | SSE | 15.0 | 6.0 | 51.0 | 74.0 | meD | meD | 7.0 | 8.0 | NaN | Yes | grey | 32.2 | 3 |